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Guide
Worked exercise · Status 200 with an application error
Fictional example: the values and documents teach the method and do not describe a real organisation. This fictional API’s contract requires success=true before processing. Check the HTTP response, application state and presence of results separately.
Guide
Worked exercise · Identical names, different versions
Fictional example: the values and documents teach the method and do not describe a real organisation. The calculated hashes differ, but the first-page passage looks identical. Full hash values are not reproduced in this table.
Guide
Worked exercise · Missing unit and precision in a dictionary
Fictional example: the values and documents teach the method and do not describe a real organisation. The producer defines amount in thousands of euros, rounded to one decimal place. The internal dictionary says only “number”; raw amounts are not supplied.
Guide
Worked exercise · Two open dimensions produce four series
Fictional example: the values and documents teach the method and do not describe a real organisation. Monthly frequency, two areas and two measures. Total and adjusted variants are not declared additive.
Guide
Worked exercise · More responses than people
Fictional example: the values and documents teach the method and do not describe a real organisation. The report counts 100 respondents. Instructions permit multiple choices per person; no table of individual selections is supplied.
Guide
Worked exercise · Eight alerts, three documents, two actions
Fictional example: the values and documents teach the method and do not describe a real organisation. Eight alerts concern these three records. Repeated notifications do not change their content.
Guide
Worked exercise · A migration swaps two profiles
Fictional example: the values and documents teach the method and do not describe a real organisation. Each destination is translated into the requested language and returns 200. The two rows represent twelve variants whose content, not just status, must be checked.
Guide
Worked exercise · A readable table with an unreachable action
Fictional example: the values and documents teach the method and do not describe a real organisation. On mobile, the table fits inside its container. The task is to reach confirmation while retaining access to the values being compared.
Guide
Worked exercise · Six loads do not test eighteen states
Fictional example: the values and documents teach the method and do not describe a real organisation. Testing covers three states per language. Only the initial view was examined, with no data submitted.
Protocol
Crawling and indexing audit · Review before deciding
Does the record distinguish the declared canonical from Google’s selected canonical? A published preference alone does not establish selection.
Protocol
Evidence and source register · Review before deciding
Does the digest identify the retained copy? Check origin and quoted passage separately: equal bytes do not validate a claim.
Protocol
AI citation observatory · Review before deciding
Are inaccessible or unreadable answers separated from missing citations? Report counts and the denominator rule.
Protocol
Control AI crawler access · Review before deciding
Does a private resource require authentication independently of robots.txt? A crawling instruction is not access protection.
Protocol
Build a verifiable entity profile · Review before deciding
For Sirene, does matching distinguish legal units from establishments? Do not count two establishments as two legal units without comparing SIRENs.
Protocol
Audit a multilingual website · Review before deciding
Do passages retained in another language have their own lang declaration? The page language does not automatically describe every quotation.
Protocol
Map AI system dependencies · Review before deciding
For each tool, do granted permissions match expected operations? Record unnecessary privileges without collecting secrets in the map.
Protocol
Audit structured data · Review before deciding
Does markup distinguish fictional data, old values and the visible offer? An educational example must not become a structured commercial promise.
Protocol
Evaluate an AI agent before release · Review before deciding
Does a malicious instruction in a test document remain untrusted data? Verify that it changes neither permissions nor destination.
Protocol
Maintain a reliable editorial corpus · Review before deciding
Does the correction reach the data producing pages and excerpts? Run a test generation to detect a returning old value.
Protocol
Audit accessibility across a web journey · Review before deciding
Do labels, tables and actions remain usable with zoom? Examine header-to-cell relationships, not just the absence of overflow.
Protocol
Measure the performance people experience · Review before deciding
Are percentile and device category retained? Do not confuse an average of isolated runs with a real-use distribution.
Protocol
Audit a form from start to finish · Review before deciding
In the test environment, is an invalid request rejected without browser validation? A client-side message does not guarantee server-side handling.
Protocol
Audit a site’s editorial images · Review before deciding
Does a chart have a textual account of its useful information? A generic alternative such as “chart” conveys neither values nor trend.
Protocol
Qualify an open source before using it · Review before deciding
Is each transcription, translation or extraction linked to its original? Read the source passage before judging the derivative’s fidelity.

Choose a starting point

Choose a method

Start from a task: verify, compare, document or decide.

Check a source

Examine the origin, date, scope and limits of information.

Understand a term

Find definitions before applying a protocol.

How can I refine the search?

Start with the topic: Enter one or two specific terms: citation, CSV or provenance. Every word must be present, so a long sentence can exclude useful pages.
Broaden before filtering: Search all families first. Then select a guide, protocol or source according to the kind of answer you need.
Try different wording: Try a synonym or a term in the selected language. Quotes, OR and asterisks are not search operators.

DEEPER READING / PRACTICE

Turn internal search into a useful user journey

A query produces several close results. Reading should help to distinguish the need definition folder, detailed method and implementation tool.

Updated on 2026-10-21.

Priority checks

Formulate a specific need and then try neighboring terms. Read the descriptions and select the type of resource according to the searched step: understand, run or control.

Interpretation pitfalls

The first result is not always the best document to the context. An absence can come from the vocabulary used rather than a lack of content.

Working record to retain

A short route connects a need definition page, a guide and a checklist. Maintaining unresolved questions helps to rebuild research.

PRACTICAL CASE / WORKED EXAMPLE

A natural requirement does not match the exact title

The following case illustrates an approach to defining the need. Situations are pedagogical: they serve to examine the choices and conditions of success, without describing a fulfilled mission or announcing a guaranteed result.

Example context

A reader is looking for how to check a number, while the resources use the word indicator. The results must allow to continue despite a different formulation of the title.

Suggested approach

Try the neighboring terms and read the descriptions. Differentiate methods of calculation, comparison and verification of sources. Choose the resource that corresponds to the actually sought-by-step.

Conclusion and next step

Research becomes a path of solution. The questions still open serve to clarify the next query instead of multiplying the words without clear intention.

Questions for deeper practice

How do you improve a search without losing the initial need?

Keep the starting question and then specify the object, operation and resource type. Useful results give a complementary vocabulary, but their title should not automatically replace the reader's target.

DETAILED WORKSHOP / APPLICATION

Refine a query for the task to carry out

01 / Prepare the necessary information
Describe the initial question and the desired result. Identify the object, operation and type of resource that could help: file, method or tool.
02 / Carry out the approach
Try a formulation and read the descriptions. Release the useful terms and test the variants without giving up the intention. Compare the resources found according to their contribution to the route.
03 / Examine an alternative situation
If the results are close but too general, specify the operation or scope. A well-classed page is not necessarily the one that meets the searched step.
04 / Decide on the next step
Research is useful when it leads to a resource whose response can be identified. Open questions are used to prepare for the next consultation.
05 / Hand over the verification records
Keep a short track with request, resource and supplement. The reader can restart his work without repaired the tests that have led to useful content.

ANNOTATED WORKING DOCUMENT / REVIEW GRID

A track record from a request

The note retains question, tried formulations, useful results and next resource. It distinguishes the exploration vocabulary from the initial goal of the reader.

On a small screen, scroll the grid horizontally to read all three columns.

Example situations to assess
Observation	Supported interpretation	Next step
A resource responds to the desired operation.	The result can serve as a useful step in the course.	Keep the passage and choose the necessary supplement.
The results remain general despite the good topic.	The request must specify action, object or scope.	Try an appropriate formulation without losing the initial question.
The first result has the word but not the answer.	The presence of the term does not prove its relevance.	Read the descriptions and compare the contribution of resources.

Reviewing the working document

The final verification verifies that each step reduces an open question. A link list is not yet a useful path if the reader cannot explain what each page brings.

REPORTING / EXAMPLE WORDING

Presentation of results: Turn internal search into a useful user journey

Point to clarify

A search result must be judged according to its contribution to the searched operation.

Before handing over

Check that the track keeps the initial question despite the vocabulary variants.

Example of a qualified conclusion

The resource selected meets the described stage of the need. The questions still open guidelines the next consultation and remain distinct from the answer found.